DEVELOPMENT... OpenML
Run
104098

Run 104098

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9336
Per class
Build CPU time
0.0399
Build memory
245803700.2274
F measure
0.9293
Per class
Kappa
0.6784
KB relative information score
261.9411
Mean absolute error
0.0815
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
0.3621
Root mean prior squared error
0.3346
Root mean squared error
0.2322
Root relative squared error
0.6939
SciMark benchmark
938.6628