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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 707716  55.321%  (99.873% of non-spam corpus)
# Correctly spam:     496621  38.820%  (87.025% of spam corpus)
# False positives:       899  0.070%  (0.127% of nonspam,  47593 weighted)
# False negatives:     74044  5.788%  (12.975% of spam, 112985 weighted)
# Average score for spam:  16.6    nonspam: -2.5
# Average for false-pos:   6.6  false-neg: 1.5
# TOTAL:              1279280  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88324  99.90%
# Correctly spam:      62100  87.19%
# False positives:        87  0.10%
# False negatives:      9125  12.81%
# TCR(l=50): 5.285714  SpamRecall: 87.188%  SpamPrec: 99.860%

##### 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: 706575  99.71%
# Correctly spam:     375366  65.78%
# False positives:      2040  0.29%
# False negatives:    195299  34.22%
# TCR(l=50): 1.919499  SpamRecall: 65.777%  SpamPrec: 99.459%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88140  99.69%
# Correctly spam:      46827  65.75%
# False positives:       271  0.31%
# False negatives:     24398  34.25%
# TCR(l=50): 1.876911  SpamRecall: 65.745%  SpamPrec: 99.425%