DEVELOPMENT... OpenML
Run
58539

Run 58539

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)_I20
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
0.9413
Per class
Build CPU time
3.8174
Build memory
1533901293.2379
F measure
0.9403
Per class
Kappa
0.7497
KB relative information score
276.7311
Mean absolute error
0.0971
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9423
Per class
Predictive accuracy
0.9389
Prior entropy
0.5744
Recall
0.9389
Per class
Relative absolute error
0.4146
Root mean prior squared error
0.3414
Root mean squared error
0.2061
Root relative squared error
0.6036
SciMark benchmark
1234.8263