DEVELOPMENT... OpenML
Run
30336

Run 30336

Task 284 (Supervised Classification) hepatitis Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.7935
Per class
Build CPU time
0.077
Build memory
70014304
F measure
0.7653
Per class
Kappa
0.3499
KB relative information score
10.2835
Mean absolute error
0.2748
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
0.7658
Per class
Predictive accuracy
0.7843
Prior entropy
0.7418
Recall
0.7843
Per class
Relative absolute error
0.7677
Root mean prior squared error
0.4381
Root mean squared error
0.3968
Root relative squared error
0.9057
SciMark benchmark
940.4249