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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149119  24.392%  (95.967% of non-spam corpus)
# Correctly spam:     301295  49.284%  (66.079% of spam corpus)
# False positives:      6267  1.025%  (4.033% of nonspam, 571733 weighted)
# False negatives:    154668  25.299%  (33.921% of spam, 341670 weighted)
# Average score for spam:  15.8    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              611349  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18742  95.86%
# Correctly spam:      37636  66.22%
# False positives:       810  4.14%
# False negatives:     19203  33.78%
# TCR(l=50): 0.952029  SpamRecall: 66.215%  SpamPrec: 97.893%

##### 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: 149966  96.51%
# Correctly spam:     196618  43.12%
# False positives:      5420  3.49%
# False negatives:    259345  56.88%
# TCR(l=50): 0.859748  SpamRecall: 43.121%  SpamPrec: 97.317%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18854  96.43%
# Correctly spam:      24558  43.21%
# False positives:       698  3.57%
# False negatives:     32281  56.79%
# TCR(l=50): 0.846058  SpamRecall: 43.206%  SpamPrec: 97.236%