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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153046  47.021%  (97.194% of non-spam corpus)
# Correctly spam:     112950  34.702%  (67.223% of spam corpus)
# False positives:      4418  1.357%  (2.806% of nonspam, 141970 weighted)
# False negatives:     55072  16.920%  (32.777% of spam, 116463 weighted)
# Average score for spam:  10.7    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              325486  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19222  96.98%
# Correctly spam:      14200  67.09%
# False positives:       598  3.02%
# False negatives:      6966  32.91%
# TCR(l=50): 0.574133  SpamRecall: 67.089%  SpamPrec: 95.959%

##### 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: 153398  97.42%
# Correctly spam:      54240  32.28%
# False positives:      4066  2.58%
# False negatives:    113782  67.72%
# TCR(l=50): 0.529901  SpamRecall: 32.281%  SpamPrec: 93.026%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19298  97.37%
# Correctly spam:       6814  32.19%
# False positives:       522  2.63%
# False negatives:     14352  67.81%
# TCR(l=50): 0.523237  SpamRecall: 32.193%  SpamPrec: 92.884%