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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 170225  36.297%  (96.709% of non-spam corpus)
# Correctly spam:     210270  44.835%  (71.773% of spam corpus)
# False positives:      5792  1.235%  (3.291% of nonspam, 293192 weighted)
# False negatives:     82695  17.633%  (28.227% of spam, 183038 weighted)
# Average score for spam:  10.5    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              468982  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21390  96.67%
# Correctly spam:      26214  71.66%
# False positives:       737  3.33%
# False negatives:     10365  28.34%
# TCR(l=50): 0.774733  SpamRecall: 71.664%  SpamPrec: 97.265%

##### 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: 170687  96.97%
# Correctly spam:      71654  24.46%
# False positives:      5330  3.03%
# False negatives:    221311  75.54%
# TCR(l=50): 0.600571  SpamRecall: 24.458%  SpamPrec: 93.076%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21467  97.02%
# Correctly spam:       8983  24.56%
# False positives:       660  2.98%
# False negatives:     27596  75.44%
# TCR(l=50): 0.603654  SpamRecall: 24.558%  SpamPrec: 93.156%