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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152073  16.091%  (99.270% of non-spam corpus)
# Correctly spam:     365496  38.673%  (46.154% of spam corpus)
# False positives:      1118  0.118%  (0.730% of nonspam, 353698 weighted)
# False negatives:    426415  45.118%  (53.846% of spam, 938846 weighted)
# Average score for spam:  11.1    nonspam: -0.6
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              945102  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19123  99.23%
# Correctly spam:      45420  46.04%
# False positives:       149  0.77%
# False negatives:     53244  53.96%
# TCR(l=50): 1.625597  SpamRecall: 46.035%  SpamPrec: 99.673%

##### 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: 152811  99.75%
# Correctly spam:     173813  21.95%
# False positives:       380  0.25%
# False negatives:    618098  78.05%
# TCR(l=50): 1.242997  SpamRecall: 21.949%  SpamPrec: 99.782%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19221  99.74%
# Correctly spam:      21898  22.19%
# False positives:        51  0.26%
# False negatives:     76766  77.81%
# TCR(l=50): 1.243936  SpamRecall: 22.195%  SpamPrec: 99.768%