DEVELOPMENT... OpenML
Run
186359

Run 186359

Task 4335 (Supervised Classification) analcatdata_apnea3 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
0.9405
Per class
F measure
0.9049
Per class
Kappa
0.5442
KB relative information score
1827.2073
Mean absolute error
0.1012
Mean prior absolute error
0.2158
Number of instances
4500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9029
Per class
Predictive accuracy
0.9078
Prior entropy
0.5405
Recall
0.9078
Per class
Relative absolute error
0.4688
Root mean prior squared error
0.3275
Root mean squared error
0.2617
Root relative squared error
0.799
SciMark benchmark
1310.3951
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20