Run
7076

Run 7076

Task 54 (Supervised Classification) hepatitis Uploaded 21-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I101
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4793
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.5501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2271
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
0.8343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6884
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8339
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.5011[560.66879002876651015.7906865781697484.54051677983614911.48820099582031760.017229859821]