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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184574  18.204%  (98.965% of non-spam corpus)
# Correctly spam:     490556  48.383%  (59.290% of spam corpus)
# False positives:      1931  0.190%  (1.035% of nonspam, 508544 weighted)
# False negatives:    336832  33.222%  (40.710% of spam, 1053173 weighted)
# Average score for spam:  6.7    nonspam: 0.4
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              1013893  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23164  98.95%
# Correctly spam:      61240  59.37%
# False positives:       246  1.05%
# False negatives:     41912  40.63%
# TCR(l=50): 1.902752  SpamRecall: 59.369%  SpamPrec: 99.600%

##### 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: 186217  99.85%
# Correctly spam:      40533  4.90%
# False positives:       288  0.15%
# False negatives:    786855  95.10%
# TCR(l=50): 1.032615  SpamRecall: 4.899%  SpamPrec: 99.294%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23378  99.86%
# Correctly spam:       5022  4.87%
# False positives:        32  0.14%
# False negatives:     98130  95.13%
# TCR(l=50): 1.034313  SpamRecall: 4.869%  SpamPrec: 99.367%
