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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169141  16.975%  (93.277% of non-spam corpus)
# Correctly spam:     643712  64.602%  (78.974% of spam corpus)
# False positives:     12191  1.223%  (6.723% of nonspam, 1464877 weighted)
# False negatives:    171385  17.200%  (21.026% of spam, 368218 weighted)
# Average score for spam:  7.9    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.1
# TOTAL:              996429  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21296  93.52%
# Correctly spam:      80651  79.37%
# False positives:      1475  6.48%
# False negatives:     20965  20.63%
# TCR(l=50): 1.072861  SpamRecall: 79.368%  SpamPrec: 98.204%

##### 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: 179480  98.98%
# Correctly spam:     182676  22.41%
# False positives:      1852  1.02%
# False negatives:    632421  77.59%
# TCR(l=50): 1.124239  SpamRecall: 22.412%  SpamPrec: 98.996%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22526  98.92%
# Correctly spam:      22654  22.29%
# False positives:       245  1.08%
# False negatives:     78962  77.71%
# TCR(l=50): 1.114064  SpamRecall: 22.294%  SpamPrec: 98.930%
