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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149326  37.816%  (97.319% of non-spam corpus)
# Correctly spam:     161016  40.776%  (66.690% of spam corpus)
# False positives:      4113  1.042%  (2.681% of nonspam, 198934 weighted)
# False negatives:     80422  20.366%  (33.310% of spam, 208806 weighted)
# Average score for spam:  12.2    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              394877  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18698  96.88%
# Correctly spam:      20120  66.61%
# False positives:       602  3.12%
# False negatives:     10085  33.39%
# TCR(l=50): 0.751649  SpamRecall: 66.611%  SpamPrec: 97.095%

##### 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: 148999  97.11%
# Correctly spam:     113759  47.12%
# False positives:      4440  2.89%
# False negatives:    127679  52.88%
# TCR(l=50): 0.690456  SpamRecall: 47.117%  SpamPrec: 96.244%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18733  97.06%
# Correctly spam:      14186  46.97%
# False positives:       567  2.94%
# False negatives:     16019  53.03%
# TCR(l=50): 0.680768  SpamRecall: 46.966%  SpamPrec: 96.157%