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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 130782  22.925%  (97.383% of non-spam corpus)
# Correctly spam:     228711  40.091%  (52.435% of spam corpus)
# False positives:      3514  0.616%  (2.617% of nonspam, 349045 weighted)
# False negatives:    207468  36.368%  (47.565% of spam, 598386 weighted)
# Average score for spam:  6.7    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.9
# TOTAL:              570475  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16344  97.15%
# Correctly spam:      28623  52.64%
# False positives:       480  2.85%
# False negatives:     25750  47.36%
# TCR(l=50): 1.092925  SpamRecall: 52.642%  SpamPrec: 98.351%

##### 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: 130921  97.49%
# Correctly spam:      95149  21.81%
# False positives:      3375  2.51%
# False negatives:    341030  78.19%
# TCR(l=50): 0.855622  SpamRecall: 21.814%  SpamPrec: 96.574%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16377  97.34%
# Correctly spam:      11906  21.90%
# False positives:       447  2.66%
# False negatives:     42467  78.10%
# TCR(l=50): 0.838869  SpamRecall: 21.897%  SpamPrec: 96.381%