DEVELOPMENT... OpenML
Run
132202

Run 132202

Task 3903 (Supervised Classification) pc3 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
0.753
Per class
Build CPU time
16.1057
Build memory
625690543.0429
F measure
0.8811
Per class
Kappa
0.2569
KB relative information score
467.7148
Mean absolute error
0.0964
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8799
Per class
Predictive accuracy
0.9028
Prior entropy
0.478
Recall
0.9028
Per class
Relative absolute error
0.5236
Root mean prior squared error
0.3031
Root mean squared error
0.303
Root relative squared error
0.9997
SciMark benchmark
940.5537