DEVELOPMENT... OpenML
Run
57498

Run 57498

Task 54 (Supervised Classification) hepatitis Uploaded 13-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I40
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.8585
Per class
Build CPU time
4.3923
Build memory
124916690.9935
F measure
0.8412
Per class
Kappa
0.5045
KB relative information score
50.7133
Mean absolute error
0.2048
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
0.8388
Per class
Predictive accuracy
0.8452
Prior entropy
0.7418
Recall
0.8452
Per class
Relative absolute error
0.6207
Root mean prior squared error
0.4048
Root mean squared error
0.3317
Root relative squared error
0.8196
SciMark benchmark
938.259

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