DEVELOPMENT... OpenML
Run
16604

Run 16604

Task 54 (Supervised Classification) hepatitis Uploaded 04-06-2014 by Felicia West
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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
F measure
0.8364
Per class
Kappa
0.467
KB relative information score
37.1713
Mean absolute error
0.2313
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8406
Per class
Predictive accuracy
0.8516
Prior entropy
0.7418
Recall
0.8516
Per class
Relative absolute error
0.7011
Root mean prior squared error
0.4048
Root mean squared error
0.3383
Root relative squared error
0.8358
SciMark benchmark
576.9809[334.5302195451171901.7103099323627234.6463911193709497.9938816362361916.0237221025196]