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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142189  47.688%  (97.798% of non-spam corpus)
# Correctly spam:     140080  46.981%  (91.691% of spam corpus)
# False positives:      3202  1.074%  (2.202% of nonspam, 106021 weighted)
# False negatives:     12694  4.257%  (8.309% of spam,  32940 weighted)
# Average score for spam:  13.3    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              298165  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17812  97.67%
# Correctly spam:      17649  91.86%
# False positives:       424  2.33%
# False negatives:      1563  8.14%
# TCR(l=50): 0.844001  SpamRecall: 91.864%  SpamPrec: 97.654%

##### 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: 144012  99.05%
# Correctly spam:      84009  54.99%
# False positives:      1379  0.95%
# False negatives:     68765  45.01%
# TCR(l=50): 1.109349  SpamRecall: 54.989%  SpamPrec: 98.385%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18048  98.97%
# Correctly spam:      10628  55.32%
# False positives:       188  1.03%
# False negatives:      8584  44.68%
# TCR(l=50): 1.068283  SpamRecall: 55.320%  SpamPrec: 98.262%