DEVELOPMENT... OpenML
Run
25145

Run 25145

Task 115 (Learning Curve) vowel Uploaded 16-08-2014 by Jason
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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
0.9995 ± 0.0007
Per class
Build CPU time
0.1358
Build memory
1118665405.5378
F measure
0.9819 ± 0.0134
Per class
Kappa
0.9801 ± 0.0145
KB relative information score
0.8653 ± 0.0098
Mean absolute error
0.0465 ± 0.0026
Mean prior absolute error
0.1653
Number of instances
9900
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.9821 ± 0.0116
Per class
Predictive accuracy
0.9819 ± 0.0132
Prior entropy
3.4594
Recall
0.9819 ± 0.0132
Per class
Relative absolute error
0.2811 ± 0.0159
Root mean prior squared error
0.2875
Root mean squared error
0.1045 ± 0.0056
Root relative squared error
0.3635 ± 0.0195
SciMark benchmark
1094.69[697.1385191228521939.5196961952805516.9676517383573947.39422192658052372.4297240365413]