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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163390  34.811%  (98.040% of non-spam corpus)
# Correctly spam:     282782  60.248%  (93.418% of spam corpus)
# False positives:      3266  0.696%  (1.960% of nonspam, 201567 weighted)
# False negatives:     19923  4.245%  (6.582% of spam,  58176 weighted)
# Average score for spam:  13.2    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              469361  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20570  98.01%
# Correctly spam:      35278  93.37%
# False positives:       417  1.99%
# False negatives:      2507  6.63%
# TCR(l=50): 1.617716  SpamRecall: 93.365%  SpamPrec: 98.832%

##### 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: 164560  98.74%
# Correctly spam:     206824  68.33%
# False positives:      2096  1.26%
# False negatives:     95881  31.67%
# TCR(l=50): 1.508389  SpamRecall: 68.325%  SpamPrec: 98.997%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20720  98.73%
# Correctly spam:      25883  68.50%
# False positives:       267  1.27%
# False negatives:     11902  31.50%
# TCR(l=50): 1.496317  SpamRecall: 68.501%  SpamPrec: 98.979%