DEVELOPMENT... OpenML
Run
46456

Run 46456

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9336
Per class
Build CPU time
23.6276
Build memory
270735008.9432
F measure
0.9373
Per class
Kappa
0.7132
KB relative information score
250.5805
Mean absolute error
0.0943
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
0.9366
Per class
Predictive accuracy
0.9389
Prior entropy
0.5574
Recall
0.9389
Per class
Relative absolute error
0.4192
Root mean prior squared error
0.3346
Root mean squared error
0.2121
Root relative squared error
0.634
SciMark benchmark
944.0386