Run
8326

Run 8326

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)_C0.25
weka.J48(1)_M15

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
0.5943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7128
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.5654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.367
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
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8774
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9446
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.6537[565.21084232176751014.9881711071126483.2321174670136909.59057174132591580.246872590131]