DEVELOPMENT... OpenML
Run
79150

Run 79150

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)_I80
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
0.9317
Per class
Build CPU time
0.033
Build memory
882576122.1895
F measure
0.9293
Per class
Kappa
0.6784
KB relative information score
262.3772
Mean absolute error
0.0808
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
0.3589
Root mean prior squared error
0.3346
Root mean squared error
0.2325
Root relative squared error
0.6951
SciMark benchmark
941.0866