Run
14171

Run 14171

Task 54 (Supervised Classification) hepatitis 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)_M2

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
0.5602
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.7171
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2745
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
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
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3949
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9756
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
924.3256[562.2955000233699900.0256790363069483.8854846559526910.85475360997441764.5664888040972]