DEVELOPMENT... OpenML
Run
186597

Run 186597

Task 4544 (Supervised Classification) JapaneseVowels Uploaded 25-02-2015 by Jason
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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
0.9993
Per class
F measure
0.9891
Per class
Kappa
0.9598
KB relative information score
88477.0673
Mean absolute error
0.0326
Mean prior absolute error
0.2716
Number of instances
99610
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9891
Per class
Predictive accuracy
0.9892
Prior entropy
0.6393
Recall
0.9892
Per class
Relative absolute error
0.1201
Root mean prior squared error
0.3685
Root mean squared error
0.0985
Root relative squared error
0.2672
SciMark benchmark
1368.9272
UserCPU time millis
3280
UserCPU time millis testing
220
UserCPU time millis training
3060