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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 366166  34.987%  (96.768% of non-spam corpus)
# Correctly spam:     577710  55.200%  (86.461% of spam corpus)
# False positives:     12230  1.169%  (3.232% of nonspam, 1841359 weighted)
# False negatives:     90463  8.644%  (13.539% of spam, 160252 weighted)
# Average score for spam:  16.1    nonspam: -1.9
# Average for false-pos:   8.5  false-neg: 1.8
# TOTAL:              1046569  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45672  96.82%
# Correctly spam:      72078  86.45%
# False positives:      1499  3.18%
# False negatives:     11297  13.55%
# TCR(l=50): 0.966700  SpamRecall: 86.450%  SpamPrec: 97.963%

##### 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: 376098  99.39%
# Correctly spam:     344019  51.49%
# False positives:      2298  0.61%
# False negatives:    324154  48.51%
# TCR(l=50): 1.521847  SpamRecall: 51.487%  SpamPrec: 99.336%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46867  99.36%
# Correctly spam:      42553  51.04%
# False positives:       304  0.64%
# False negatives:     40822  48.96%
# TCR(l=50): 1.488255  SpamRecall: 51.038%  SpamPrec: 99.291%