DEVELOPMENT... OpenML
Run
185746

Run 185746

Task 3510 (Supervised Classification) JapaneseVowels 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
0.9995
Per class
F measure
0.976
Per class
Kappa
0.9729
KB relative information score
9032.7373
Mean absolute error
0.0349
Mean prior absolute error
0.1962
Number of instances
9961
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9761
Per class
Predictive accuracy
0.9761
Prior entropy
3.1321
Recall
0.9761
Per class
Relative absolute error
0.178
Root mean prior squared error
0.3132
Root mean squared error
0.0945
Root relative squared error
0.3018
SciMark benchmark
1315.0767
UserCPU time millis
7090
UserCPU time millis testing
640
UserCPU time millis training
6450

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