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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173278  17.554%  (96.827% of non-spam corpus)
# Correctly spam:     186672  18.911%  (23.098% of spam corpus)
# False positives:      5679  0.575%  (3.173% of nonspam, 773373 weighted)
# False negatives:    621499  62.960%  (76.902% of spam, 406365 weighted)
# Average score for spam:  2.8    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 0.7
# TOTAL:              987128  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21786  96.91%
# Correctly spam:      23235  23.07%
# False positives:       694  3.09%
# False negatives:     77495  76.93%
# TCR(l=50): 0.897812  SpamRecall: 23.067%  SpamPrec: 97.100%

##### 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: 173555  96.98%
# Correctly spam:      68750  8.51%
# False positives:      5402  3.02%
# False negatives:    739421  91.49%
# TCR(l=50): 0.800549  SpamRecall: 8.507%  SpamPrec: 92.715%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21853  97.21%
# Correctly spam:       8586  8.52%
# False positives:       627  2.79%
# False negatives:     92144  91.48%
# TCR(l=50): 0.815667  SpamRecall: 8.524%  SpamPrec: 93.194%