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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 288148  48.734%  (99.479% of non-spam corpus)
# Correctly spam:     130994  22.155%  (43.431% of spam corpus)
# False positives:      1508  0.255%  (0.521% of nonspam,  48248 weighted)
# False negatives:    170617  28.856%  (56.569% of spam, 407130 weighted)
# Average score for spam:  5.3    nonspam: 0.9
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              591267  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35575  98.27%
# Correctly spam:      16702  44.38%
# False positives:       627  1.73%
# False negatives:     20936  55.62%
# TCR(l=50): 0.719849  SpamRecall: 44.375%  SpamPrec: 96.382%

##### 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: 283406  97.84%
# Correctly spam:      64602  21.42%
# False positives:      6250  2.16%
# False negatives:    237009  78.58%
# TCR(l=50): 0.548874  SpamRecall: 21.419%  SpamPrec: 91.179%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35343  97.63%
# Correctly spam:       8043  21.37%
# False positives:       859  2.37%
# False negatives:     29595  78.63%
# TCR(l=50): 0.518823  SpamRecall: 21.369%  SpamPrec: 90.350%
