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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 124009  16.683%  (99.676% of non-spam corpus)
# Correctly spam:     393321  52.913%  (63.549% of spam corpus)
# False positives:       403  0.054%  (0.324% of nonspam, 121880 weighted)
# False negatives:    225609  30.351%  (36.451% of spam, 358045 weighted)
# Average score for spam:  16.2    nonspam: -0.7
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              743342  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15572  99.77%
# Correctly spam:      48898  63.26%
# False positives:        36  0.23%
# False negatives:     28396  36.74%
# TCR(l=50): 2.559743  SpamRecall: 63.262%  SpamPrec: 99.926%

##### 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: 123964  99.64%
# Correctly spam:     383113  61.90%
# False positives:       448  0.36%
# False negatives:    235817  38.10%
# TCR(l=50): 2.396937  SpamRecall: 61.899%  SpamPrec: 99.883%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15552  99.64%
# Correctly spam:      47564  61.54%
# False positives:        56  0.36%
# False negatives:     29730  38.46%
# TCR(l=50): 2.376084  SpamRecall: 61.536%  SpamPrec: 99.882%