DEVELOPMENT... OpenML
Run
132230

Run 132230

Task 4001 (Supervised Classification) pc1_req 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
0.5679
Per class
Build CPU time
6.4515
Build memory
1247380856
F measure
0.643
Per class
Kappa
0.1753
KB relative information score
31.4484
Mean absolute error
0.393
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.65
Per class
Predictive accuracy
0.6781
Prior entropy
0.9204
Recall
0.6781
Per class
Relative absolute error
0.8822
Root mean prior squared error
0.4718
Root mean squared error
0.5144
Root relative squared error
1.0904
SciMark benchmark
940.5537