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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 253948  18.732%  (96.320% of non-spam corpus)
# Correctly spam:     843812  62.241%  (77.268% of spam corpus)
# False positives:      9702  0.716%  (3.680% of nonspam, 1182876 weighted)
# False negatives:    248245  18.311%  (22.732% of spam, 843464 weighted)
# Average score for spam:  6.4    nonspam: 1.2
# Average for false-pos:   5.9  false-neg: 3.4
# TOTAL:              1355707  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31720  96.19%
# Correctly spam:     105167  77.19%
# False positives:      1256  3.81%
# False negatives:     31080  22.81%
# TCR(l=50): 1.451289  SpamRecall: 77.188%  SpamPrec: 98.820%

##### 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: 253733  96.24%
# Correctly spam:     153176  14.03%
# False positives:      9917  3.76%
# False negatives:    938881  85.97%
# TCR(l=50): 0.761158  SpamRecall: 14.026%  SpamPrec: 93.919%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31728  96.22%
# Correctly spam:      19129  14.04%
# False positives:      1248  3.78%
# False negatives:    117118  85.96%
# TCR(l=50): 0.758960  SpamRecall: 14.040%  SpamPrec: 93.875%