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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164524  43.020%  (99.558% of non-spam corpus)
# Correctly spam:     214588  56.111%  (98.806% of spam corpus)
# False positives:       730  0.191%  (0.442% of nonspam,  56931 weighted)
# False negatives:      2593  0.678%  (1.194% of spam,   5295 weighted)
# Average score for spam:  28.5    nonspam: -1.0
# Average for false-pos:   5.9  false-neg: 2.0
# TOTAL:              382435  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20701  99.52%
# Correctly spam:      26885  98.81%
# False positives:        99  0.48%
# False negatives:       324  1.19%
# TCR(l=50): 5.159082  SpamRecall: 98.809%  SpamPrec: 99.633%

##### 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: 165072  99.89%
# Correctly spam:     209347  96.39%
# False positives:       182  0.11%
# False negatives:      7834  3.61%
# TCR(l=50): 12.825145  SpamRecall: 96.393%  SpamPrec: 99.913%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20778  99.89%
# Correctly spam:      26246  96.46%
# False positives:        22  0.11%
# False negatives:       963  3.54%
# TCR(l=50): 13.189045  SpamRecall: 96.461%  SpamPrec: 99.916%