DEVELOPMENT... OpenML
Run
80074

Run 80074

Task 284 (Supervised Classification) hepatitis Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I20
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.7551
Per class
Build CPU time
0.009
Build memory
668975232
F measure
0.7492
Per class
Kappa
0.3108
KB relative information score
7.6651
Mean absolute error
0.2849
Mean prior absolute error
0.3579
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7448
Per class
Predictive accuracy
0.7647
Prior entropy
0.7418
Recall
0.7647
Per class
Relative absolute error
0.796
Root mean prior squared error
0.4381
Root mean squared error
0.3988
Root relative squared error
0.9103
SciMark benchmark
947.4258