DEVELOPMENT... OpenML
Run
186360

Run 186360

Task 4336 (Supervised Classification) analcatdata_apnea2 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
0.9581
Per class
F measure
0.9235
Per class
Kappa
0.6635
KB relative information score
2684.3128
Mean absolute error
0.0839
Mean prior absolute error
0.2343
Number of instances
4750
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9224
Per class
Predictive accuracy
0.9255
Prior entropy
0.5744
Recall
0.9255
Per class
Relative absolute error
0.3582
Root mean prior squared error
0.3414
Root mean squared error
0.2366
Root relative squared error
0.693
SciMark benchmark
825.5282
UserCPU time millis
30
UserCPU time millis training
30