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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 553002  52.324%  (99.561% of non-spam corpus)
# Correctly spam:     381893  36.134%  (76.161% of spam corpus)
# False positives:      2441  0.231%  (0.439% of nonspam,  64504 weighted)
# False negatives:    119538  11.311%  (23.839% of spam, 262389 weighted)
# Average score for spam:  12.6    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1056874  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69080  99.57%
# Correctly spam:      47758  76.26%
# False positives:       296  0.43%
# False negatives:     14864  23.74%
# TCR(l=50): 2.111044  SpamRecall: 76.264%  SpamPrec: 99.384%

##### 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: 544062  97.95%
# Correctly spam:     199421  39.77%
# False positives:     11381  2.05%
# False negatives:    302010  60.23%
# TCR(l=50): 0.575656  SpamRecall: 39.770%  SpamPrec: 94.601%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68021  98.05%
# Correctly spam:      24816  39.63%
# False positives:      1355  1.95%
# False negatives:     37806  60.37%
# TCR(l=50): 0.593259  SpamRecall: 39.628%  SpamPrec: 94.823%