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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167833  41.799%  (96.373% of non-spam corpus)
# Correctly spam:     124014  30.886%  (54.541% of spam corpus)
# False positives:      6317  1.573%  (3.627% of nonspam, 247974 weighted)
# False negatives:    103363  25.742%  (45.459% of spam, 235725 weighted)
# Average score for spam:  8.1    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              401527  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21072  96.27%
# Correctly spam:      15509  54.50%
# False positives:       817  3.73%
# False negatives:     12949  45.50%
# TCR(l=50): 0.528969  SpamRecall: 54.498%  SpamPrec: 94.996%

##### 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: 168143  96.55%
# Correctly spam:      81514  35.85%
# False positives:      6007  3.45%
# False negatives:    145863  64.15%
# TCR(l=50): 0.509571  SpamRecall: 35.850%  SpamPrec: 93.137%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21130  96.53%
# Correctly spam:      10220  35.91%
# False positives:       759  3.47%
# False negatives:     18238  64.09%
# TCR(l=50): 0.506478  SpamRecall: 35.913%  SpamPrec: 93.087%