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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134200  12.323%  (99.715% of non-spam corpus)
# Correctly spam:     948624  87.109%  (99.392% of spam corpus)
# False positives:       383  0.035%  (0.285% of nonspam, 163613 weighted)
# False negatives:      5800  0.533%  (0.608% of spam,  17257 weighted)
# Average score for spam:  23.2    nonspam: -1.1
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              1089007  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16817  99.76%
# Correctly spam:     118445  99.37%
# False positives:        41  0.24%
# False negatives:       748  0.63%
# TCR(l=50): 42.599357  SpamRecall: 99.372%  SpamPrec: 99.965%

##### 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: 134101  99.64%
# Correctly spam:     930961  97.54%
# False positives:       482  0.36%
# False negatives:     23463  2.46%
# TCR(l=50): 20.066522  SpamRecall: 97.542%  SpamPrec: 99.948%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16802  99.67%
# Correctly spam:     116198  97.49%
# False positives:        56  0.33%
# False negatives:      2995  2.51%
# TCR(l=50): 20.568248  SpamRecall: 97.487%  SpamPrec: 99.952%