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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 752123  43.994%  (99.676% of non-spam corpus)
# Correctly spam:     792588  46.361%  (82.990% of spam corpus)
# False positives:      2445  0.143%  (0.324% of nonspam,  94579 weighted)
# False negatives:    162447  9.502%  (17.010% of spam, 416739 weighted)
# Average score for spam:  12.2    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1709603  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93680  99.58%
# Correctly spam:      99104  83.10%
# False positives:       393  0.42%
# False negatives:     20159  16.90%
# TCR(l=50): 2.995880  SpamRecall: 83.097%  SpamPrec: 99.605%

##### 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: 739781  98.04%
# Correctly spam:     544698  57.03%
# False positives:     14787  1.96%
# False negatives:    410337  42.97%
# TCR(l=50): 0.830691  SpamRecall: 57.034%  SpamPrec: 97.357%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92256  98.07%
# Correctly spam:      67871  56.91%
# False positives:      1817  1.93%
# False negatives:     51392  43.09%
# TCR(l=50): 0.838451  SpamRecall: 56.909%  SpamPrec: 97.393%