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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 313218  63.943%  (99.704% of non-spam corpus)
# Correctly spam:     136992  27.967%  (77.974% of spam corpus)
# False positives:       929  0.190%  (0.296% of nonspam,  17880 weighted)
# False negatives:     38698  7.900%  (22.026% of spam,  55749 weighted)
# Average score for spam:  11.6    nonspam: 0.6
# Average for false-pos:   6.9  false-neg: 1.4
# TOTAL:              489837  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39061  99.68%
# Correctly spam:      17251  78.10%
# False positives:       125  0.32%
# False negatives:      4838  21.90%
# TCR(l=50): 1.992154  SpamRecall: 78.098%  SpamPrec: 99.281%

##### 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: 305396  97.21%
# Correctly spam:     105452  60.02%
# False positives:      8751  2.79%
# False negatives:     70238  39.98%
# TCR(l=50): 0.345991  SpamRecall: 60.022%  SpamPrec: 92.337%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38157  97.37%
# Correctly spam:      13271  60.08%
# False positives:      1029  2.63%
# False negatives:      8818  39.92%
# TCR(l=50): 0.366513  SpamRecall: 60.080%  SpamPrec: 92.804%
