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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145536  23.999%  (99.174% of non-spam corpus)
# Correctly spam:     135991  22.425%  (29.584% of spam corpus)
# False positives:      1212  0.200%  (0.826% of nonspam, 253923 weighted)
# False negatives:    323684  53.376%  (70.416% of spam, 720846 weighted)
# Average score for spam:  4.6    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 2.2
# TOTAL:              606423  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18260  99.14%
# Correctly spam:      17011  29.69%
# False positives:       158  0.86%
# False negatives:     40294  70.31%
# TCR(l=50): 1.189048  SpamRecall: 29.685%  SpamPrec: 99.080%

##### 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: 146173  99.61%
# Correctly spam:      69326  15.08%
# False positives:       575  0.39%
# False negatives:    390349  84.92%
# TCR(l=50): 1.096817  SpamRecall: 15.082%  SpamPrec: 99.177%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18346  99.61%
# Correctly spam:       8501  14.83%
# False positives:        72  0.39%
# False negatives:     48804  85.17%
# TCR(l=50): 1.093523  SpamRecall: 14.835%  SpamPrec: 99.160%