DEVELOPMENT... OpenML
Run
186361

Run 186361

Task 4338 (Supervised Classification) analcatdata_apnea1 Uploaded 25-02-2015 by Felicia West
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Flow

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

22 Evaluation measures

Area under ROC curve
0.9197
Per class
F measure
0.9237
Per class
Kappa
0.6536
KB relative information score
2423.8559
Mean absolute error
0.0874
Mean prior absolute error
0.225
Number of instances
4750
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9228
Per class
Predictive accuracy
0.9251
Prior entropy
0.5574
Recall
0.9251
Per class
Relative absolute error
0.3884
Root mean prior squared error
0.3346
Root mean squared error
0.2412
Root relative squared error
0.7208
SciMark benchmark
1318.5526
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30