DEVELOPMENT... OpenML
Run
46438

Run 46438

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 01-11-2014 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)_I160
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
0.9158
Per class
Build CPU time
21.3269
Build memory
882624575.2
F measure
0.9146
Per class
Kappa
0.5878
KB relative information score
198.0754
Mean absolute error
0.1094
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9128
Per class
Predictive accuracy
0.9178
Prior entropy
0.5405
Recall
0.9178
Per class
Relative absolute error
0.5068
Root mean prior squared error
0.3275
Root mean squared error
0.2267
Root relative squared error
0.692
SciMark benchmark
944.0386