##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164835  15.059%  (92.880% of non-spam corpus)
# Correctly spam:     761208  69.543%  (83.000% of spam corpus)
# False positives:     12635  1.154%  (7.120% of nonspam, 1739134 weighted)
# False negatives:    155906  14.243%  (17.000% of spam, 328809 weighted)
# Average score for spam:  8.2    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.1
# TOTAL:              1094584  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20752  93.07%
# Correctly spam:      95025  83.05%
# False positives:      1546  6.93%
# False negatives:     19392  16.95%
# TCR(l=50): 1.183314  SpamRecall: 83.051%  SpamPrec: 98.399%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175641  98.97%
# Correctly spam:     295768  32.25%
# False positives:      1829  1.03%
# False negatives:    621346  67.75%
# TCR(l=50): 1.286643  SpamRecall: 32.250%  SpamPrec: 99.385%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22051  98.89%
# Correctly spam:      37052  32.38%
# False positives:       247  1.11%
# False negatives:     77365  67.62%
# TCR(l=50): 1.275339  SpamRecall: 32.383%  SpamPrec: 99.338%
