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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194695  37.701%  (98.988% of non-spam corpus)
# Correctly spam:     263146  50.956%  (82.303% of spam corpus)
# False positives:      1991  0.386%  (1.012% of nonspam, 354689 weighted)
# False negatives:     56582  10.957%  (17.697% of spam, 129068 weighted)
# Average score for spam:  10.1    nonspam: -1.0
# Average for false-pos:   11.0  false-neg: 2.3
# TOTAL:              516414  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24306  98.87%
# Correctly spam:      32854  82.51%
# False positives:       279  1.13%
# False negatives:      6965  17.49%
# TCR(l=50): 1.903849  SpamRecall: 82.508%  SpamPrec: 99.158%

##### 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: 195182  99.24%
# Correctly spam:     106591  33.34%
# False positives:      1504  0.76%
# False negatives:    213137  66.66%
# TCR(l=50): 1.108869  SpamRecall: 33.338%  SpamPrec: 98.609%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24378  99.16%
# Correctly spam:      13355  33.54%
# False positives:       207  0.84%
# False negatives:     26464  66.46%
# TCR(l=50): 1.081627  SpamRecall: 33.539%  SpamPrec: 98.474%