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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152331  34.655%  (90.722% of non-spam corpus)
# Correctly spam:     144233  32.813%  (53.095% of spam corpus)
# False positives:     15579  3.544%  (9.278% of nonspam, 2467502 weighted)
# False negatives:    127420  28.988%  (46.905% of spam, 404660 weighted)
# Average score for spam:  6.2    nonspam: 1.0
# Average for false-pos:   9.8  false-neg: 3.2
# TOTAL:              439563  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19201  90.81%
# Correctly spam:      18679  55.00%
# False positives:      1942  9.19%
# False negatives:     15285  45.00%
# TCR(l=50): 0.302211  SpamRecall: 54.996%  SpamPrec: 90.582%

##### 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: 161719  96.31%
# Correctly spam:      31866  11.73%
# False positives:      6191  3.69%
# False negatives:    239787  88.27%
# TCR(l=50): 0.494511  SpamRecall: 11.730%  SpamPrec: 83.732%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20375  96.37%
# Correctly spam:       4032  11.87%
# False positives:       768  3.63%
# False negatives:     29932  88.13%
# TCR(l=50): 0.497044  SpamRecall: 11.871%  SpamPrec: 84.000%
