DEVELOPMENT... OpenML
Run
132074

Run 132074

Task 3759 (Supervised Classification) fri_c3_500_25 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
0.9388
Per class
Build CPU time
0.2465
Build memory
625742062.4
F measure
0.8579
Per class
Kappa
0.7114
KB relative information score
230.5135
Mean absolute error
0.2887
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8578
Per class
Predictive accuracy
0.858
Prior entropy
0.9897
Recall
0.858
Per class
Relative absolute error
0.5859
Root mean prior squared error
0.4964
Root mean squared error
0.3385
Root relative squared error
0.682
SciMark benchmark
943.7751