DEVELOPMENT... OpenML
Run
104095

Run 104095

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9377
Per class
Build CPU time
0.0276
Build memory
1211872070.4
F measure
0.9007
Per class
Kappa
0.5209
KB relative information score
176.6181
Mean absolute error
0.1019
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
0.8983
Per class
Predictive accuracy
0.9044
Prior entropy
0.5405
Recall
0.9044
Per class
Relative absolute error
0.472
Root mean prior squared error
0.3275
Root mean squared error
0.2629
Root relative squared error
0.8027
SciMark benchmark
942.4411