DEVELOPMENT... OpenML
Run
132212

Run 132212

Task 3914 (Supervised Classification) ar6 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)_I80
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
0.6659
Per class
Build CPU time
0.0236
Build memory
1215072595.0891
F measure
0.7998
Per class
Kappa
0.1154
KB relative information score
-10.6734
Mean absolute error
0.2298
Mean prior absolute error
0.2577
Number of instances
101
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7845
Per class
Predictive accuracy
0.8317
Prior entropy
0.623
Recall
0.8317
Per class
Relative absolute error
0.8917
Root mean prior squared error
0.3557
Root mean squared error
0.3528
Root relative squared error
0.9921
SciMark benchmark
872.1114