Run
11407

Run 11407

Task 13 (Supervised Classification) breast-cancer Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.01
weka.J48(1)_M20

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.5567
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.6918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3818
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7462
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9128
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
929.0321[565.3940416310953923.3134195594216483.88543266528814915.94689394904971756.6205822745662]