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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 325760  63.913%  (99.699% of non-spam corpus)
# Correctly spam:     139385  27.347%  (76.188% of spam corpus)
# False positives:       984  0.193%  (0.301% of nonspam,  19413 weighted)
# False negatives:     43563  8.547%  (23.812% of spam,  69453 weighted)
# Average score for spam:  10.4    nonspam: 0.5
# Average for false-pos:   7.0  false-neg: 1.6
# TOTAL:              509692  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40613  99.74%
# Correctly spam:      17406  75.74%
# False positives:       104  0.26%
# False negatives:      5574  24.26%
# TCR(l=50): 2.132913  SpamRecall: 75.744%  SpamPrec: 99.406%

##### 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: 318030  97.33%
# Correctly spam:     105618  57.73%
# False positives:      8714  2.67%
# False negatives:     77330  42.27%
# TCR(l=50): 0.356603  SpamRecall: 57.731%  SpamPrec: 92.378%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39627  97.32%
# Correctly spam:      13228  57.56%
# False positives:      1090  2.68%
# False negatives:      9752  42.44%
# TCR(l=50): 0.357654  SpamRecall: 57.563%  SpamPrec: 92.387%
