Run
24950

Run 24950

Task 54 (Supervised Classification) hepatitis Uploaded 19-07-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(1)_Wweka.classifiers.trees.J48
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.J48(1)_C0.25
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
0.6416
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7646
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.1504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.272
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
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.002
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.1835[565.76084051053911011.5248904760083474.686957266523906.75889678256981757.1857345400422]