DEVELOPMENT... OpenML
Run
79071

Run 79071

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)_I80
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
0.7915
Per class
Build CPU time
0.032
Build memory
281765304
F measure
0.7492
Per class
Kappa
0.3108
KB relative information score
10.2176
Mean absolute error
0.2799
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
0.7819
Root mean prior squared error
0.4381
Root mean squared error
0.3925
Root relative squared error
0.8959
SciMark benchmark
941.0866