DEVELOPMENT... OpenML
Run
132630

Run 132630

Task 3713 (Supervised Classification) schlvote Uploaded 27-12-2014 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
0.6804
Per class
Build CPU time
0.0113
Build memory
1854553510.7368
F measure
0.8042
Per class
Kappa
0.4743
KB relative information score
7.4344
Mean absolute error
0.3029
Mean prior absolute error
0.3934
Number of instances
38
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.806
Per class
Predictive accuracy
0.8158
Prior entropy
0.8485
Recall
0.8158
Per class
Relative absolute error
0.7699
Root mean prior squared error
0.4405
Root mean squared error
0.399
Root relative squared error
0.9058
SciMark benchmark
920.6725