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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152395  42.113%  (97.784% of non-spam corpus)
# Correctly spam:      88640  24.495%  (43.025% of spam corpus)
# False positives:      3453  0.954%  (2.216% of nonspam, 134996 weighted)
# False negatives:    117381  32.437%  (56.975% of spam, 438999 weighted)
# Average score for spam:  5.9    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.7
# TOTAL:              361869  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19076  97.34%
# Correctly spam:      11254  43.63%
# False positives:       521  2.66%
# False negatives:     14540  56.37%
# TCR(l=50): 0.635477  SpamRecall: 43.630%  SpamPrec: 95.575%

##### 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: 151981  97.52%
# Correctly spam:      50414  24.47%
# False positives:      3867  2.48%
# False negatives:    155607  75.53%
# TCR(l=50): 0.590391  SpamRecall: 24.470%  SpamPrec: 92.876%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19083  97.38%
# Correctly spam:       6398  24.80%
# False positives:       514  2.62%
# False negatives:     19396  75.20%
# TCR(l=50): 0.571980  SpamRecall: 24.804%  SpamPrec: 92.564%