DEVELOPMENT... OpenML
Run
59677

Run 59677

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 15-11-2014 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)_I10
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
0.9402
Per class
Build CPU time
1.37
Build memory
99455032.7411
F measure
0.9422
Per class
Kappa
0.7568
KB relative information score
270.9508
Mean absolute error
0.0986
Mean prior absolute error
0.2343
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
0.9438
Per class
Predictive accuracy
0.9411
Prior entropy
0.5744
Recall
0.9411
Per class
Relative absolute error
0.4209
Root mean prior squared error
0.3414
Root mean squared error
0.2087
Root relative squared error
0.6113
SciMark benchmark
942.6348