DEVELOPMENT... OpenML
Run
132285

Run 132285

Task 237 (Supervised Classification) audiology 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
0.9224
Per class
Build CPU time
0.107
Build memory
1834359824
F measure
0.641
Per class
Kappa
0.6427
KB relative information score
41.7472
Mean absolute error
0.0408
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6267
Per class
Predictive accuracy
0.6892
Prior entropy
3.6349
Recall
0.6892
Per class
Relative absolute error
0.5544
Root mean prior squared error
0.1925
Root mean squared error
0.1365
Root relative squared error
0.709
SciMark benchmark
872.1114