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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 384282  57.236%  (99.608% of non-spam corpus)
# Correctly spam:     163451  24.345%  (57.229% of spam corpus)
# False positives:      1511  0.225%  (0.392% of nonspam,  64400 weighted)
# False negatives:    122157  18.194%  (42.771% of spam, 181747 weighted)
# Average score for spam:  9.4    nonspam: -0.3
# Average for false-pos:   5.8  false-neg: 1.5
# TOTAL:              671401  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47887  99.63%
# Correctly spam:      20596  57.67%
# False positives:       177  0.37%
# False negatives:     15117  42.33%
# TCR(l=50): 1.490091  SpamRecall: 57.671%  SpamPrec: 99.148%

##### 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: 384396  99.64%
# Correctly spam:     113110  39.60%
# False positives:      1397  0.36%
# False negatives:    172498  60.40%
# TCR(l=50): 1.178504  SpamRecall: 39.603%  SpamPrec: 98.780%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47900  99.66%
# Correctly spam:      14264  39.94%
# False positives:       164  0.34%
# False negatives:     21449  60.06%
# TCR(l=50): 1.204526  SpamRecall: 39.941%  SpamPrec: 98.863%