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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 535004  45.887%  (99.638% of non-spam corpus)
# Correctly spam:     489675  41.999%  (77.853% of spam corpus)
# False positives:      1944  0.167%  (0.362% of nonspam,  66291 weighted)
# False negatives:    139298  11.947%  (22.147% of spam, 332880 weighted)
# Average score for spam:  11.1    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              1165921  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66779  99.56%
# Correctly spam:      61059  77.78%
# False positives:       298  0.44%
# False negatives:     17442  22.22%
# TCR(l=50): 2.427215  SpamRecall: 77.781%  SpamPrec: 99.514%

##### 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: 524020  97.59%
# Correctly spam:     287026  45.63%
# False positives:     12928  2.41%
# False negatives:    341947  54.37%
# TCR(l=50): 0.636389  SpamRecall: 45.634%  SpamPrec: 95.690%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65479  97.62%
# Correctly spam:      35872  45.70%
# False positives:      1598  2.38%
# False negatives:     42629  54.30%
# TCR(l=50): 0.640673  SpamRecall: 45.696%  SpamPrec: 95.735%