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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 182093  16.272%  (98.960% of non-spam corpus)
# Correctly spam:     593548  53.039%  (63.477% of spam corpus)
# False positives:      1914  0.171%  (1.040% of nonspam, 577047 weighted)
# False negatives:    341515  30.518%  (36.523% of spam, 1039295 weighted)
# Average score for spam:  6.9    nonspam: 0.5
# Average for false-pos:   5.9  false-neg: 3.0
# TOTAL:              1119070  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22868  98.97%
# Correctly spam:      73896  63.31%
# False positives:       239  1.03%
# False negatives:     42817  36.69%
# TCR(l=50): 2.131083  SpamRecall: 63.314%  SpamPrec: 99.678%

##### 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: 183721  99.84%
# Correctly spam:      64586  6.91%
# False positives:       286  0.16%
# False negatives:    870477  93.09%
# TCR(l=50): 1.056835  SpamRecall: 6.907%  SpamPrec: 99.559%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23065  99.82%
# Correctly spam:       8054  6.90%
# False positives:        42  0.18%
# False negatives:    108659  93.10%
# TCR(l=50): 1.053756  SpamRecall: 6.901%  SpamPrec: 99.481%
