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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 266109  54.322%  (95.258% of non-spam corpus)
# Correctly spam:      68117  13.905%  (32.358% of spam corpus)
# False positives:     13248  2.704%  (4.742% of nonspam, 294331 weighted)
# False negatives:    142396  29.068%  (67.642% of spam, 340744 weighted)
# Average score for spam:  4.3    nonspam: 1.5
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              489870  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33148  94.84%
# Correctly spam:       8552  32.45%
# False positives:      1803  5.16%
# False negatives:     17803  67.55%
# TCR(l=50): 0.244134  SpamRecall: 32.449%  SpamPrec: 82.588%

##### 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: 266970  95.57%
# Correctly spam:      53135  25.24%
# False positives:     12387  4.43%
# False negatives:    157378  74.76%
# TCR(l=50): 0.271025  SpamRecall: 25.241%  SpamPrec: 81.095%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33383  95.51%
# Correctly spam:       6652  25.24%
# False positives:      1568  4.49%
# False negatives:     19703  74.76%
# TCR(l=50): 0.268646  SpamRecall: 25.240%  SpamPrec: 80.925%