DEVELOPMENT... OpenML
Run
186621

Run 186621

Task 4547 (Supervised Classification) waveform-5000 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
0.9588
Per class
F measure
0.8871
Per class
Kappa
0.7451
KB relative information score
27856.5781
Mean absolute error
0.2104
Mean prior absolute error
0.4478
Number of instances
50000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8877
Per class
Predictive accuracy
0.8885
Prior entropy
0.9233
Recall
0.8885
Per class
Relative absolute error
0.4698
Root mean prior squared error
0.4732
Root mean squared error
0.2925
Root relative squared error
0.6182
SciMark benchmark
1073.494
UserCPU time millis
4010
UserCPU time millis testing
250
UserCPU time millis training
3760