DEVELOPMENT... OpenML
Run
78799

Run 78799

Task 3633 (Supervised Classification) analcatdata_apnea1 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)_I160
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
0.9327
Per class
Build CPU time
0.0688
Build memory
430931356.6147
F measure
0.9293
Per class
Kappa
0.6784
KB relative information score
261.8258
Mean absolute error
0.081
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9284
Per class
Predictive accuracy
0.9305
Prior entropy
0.5574
Recall
0.9305
Per class
Relative absolute error
0.3601
Root mean prior squared error
0.3346
Root mean squared error
0.2326
Root relative squared error
0.6954
SciMark benchmark
917.0415