DEVELOPMENT... OpenML
Run
132471

Run 132471

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_RandomForest(2)_I40
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
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
0.9994
Per class
Build CPU time
6.3903
Build memory
1525649042.0713
F measure
0.976
Per class
Kappa
0.9729
KB relative information score
9030.3165
Mean absolute error
0.035
Mean prior absolute error
0.1962
Number of instances
9961
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.976
Per class
Predictive accuracy
0.9761
Prior entropy
3.1321
Recall
0.9761
Per class
Relative absolute error
0.1785
Root mean prior squared error
0.3132
Root mean squared error
0.0945
Root relative squared error
0.3017
SciMark benchmark
872.1114