DEVELOPMENT... OpenML
Run
77699

Run 77699

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

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I80
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.7976
Per class
Build CPU time
1.481
Build memory
367068896
F measure
0.7537
Per class
Kappa
0.31
KB relative information score
11.18
Mean absolute error
0.2745
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
0.766
Per class
Predictive accuracy
0.7843
Prior entropy
0.7418
Recall
0.7843
Per class
Relative absolute error
0.7669
Root mean prior squared error
0.4381
Root mean squared error
0.3875
Root relative squared error
0.8844
SciMark benchmark
895.531