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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145162  44.632%  (97.083% of non-spam corpus)
# Correctly spam:     161295  49.592%  (91.791% of spam corpus)
# False positives:      4361  1.341%  (2.917% of nonspam, 163398 weighted)
# False negatives:     14424  4.435%  (8.209% of spam,  36834 weighted)
# Average score for spam:  15.3    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              325242  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18163  96.79%
# Correctly spam:      20331  92.02%
# False positives:       603  3.21%
# False negatives:      1764  7.98%
# TCR(l=50): 0.692329  SpamRecall: 92.016%  SpamPrec: 97.120%

##### 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: 147381  98.57%
# Correctly spam:     103737  59.04%
# False positives:      2142  1.43%
# False negatives:     71982  40.96%
# TCR(l=50): 0.981221  SpamRecall: 59.036%  SpamPrec: 97.977%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18490  98.53%
# Correctly spam:      13152  59.52%
# False positives:       276  1.47%
# False negatives:      8943  40.48%
# TCR(l=50): 0.971508  SpamRecall: 59.525%  SpamPrec: 97.945%