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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154481  39.630%  (97.218% of non-spam corpus)
# Correctly spam:     118634  30.434%  (51.377% of spam corpus)
# False positives:      4420  1.134%  (2.782% of nonspam, 193315 weighted)
# False negatives:    112275  28.802%  (48.623% of spam, 306617 weighted)
# Average score for spam:  8.2    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              389810  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19416  97.01%
# Correctly spam:      14789  51.14%
# False positives:       599  2.99%
# False negatives:     14132  48.86%
# TCR(l=50): 0.656073  SpamRecall: 51.136%  SpamPrec: 96.107%

##### 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: 154828  97.44%
# Correctly spam:      58696  25.42%
# False positives:      4073  2.56%
# False negatives:    172213  74.58%
# TCR(l=50): 0.614344  SpamRecall: 25.420%  SpamPrec: 93.511%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19462  97.24%
# Correctly spam:       7381  25.52%
# False positives:       553  2.76%
# False negatives:     21540  74.48%
# TCR(l=50): 0.587945  SpamRecall: 25.521%  SpamPrec: 93.030%