Run
16604

Run 16604

Task 54 (Supervised Classification) hepatitis Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I10
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
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
0.8585
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.1713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2313
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
0.8406
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3383
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8358
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
576.9809[334.5302195451171901.7103099323627234.6463911193709497.9938816362361916.0237221025196]