DEVELOPMENT... OpenML
Run
132604

Run 132604

Task 3680 (Supervised Classification) chscase_vine1 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
0.9345
Per class
Build CPU time
0.0162
Build memory
269422221.3846
F measure
0.8464
Per class
Kappa
0.6923
KB relative information score
29.7289
Mean absolute error
0.2267
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8491
Per class
Predictive accuracy
0.8462
Prior entropy
0.996
Recall
0.8462
Per class
Relative absolute error
0.4561
Root mean prior squared error
0.4985
Root mean squared error
0.3291
Root relative squared error
0.6602
SciMark benchmark
920.6725