DEVELOPMENT... OpenML
Run
131262

Run 131262

Task 3500 (Supervised Classification) squash-unstored Uploaded 25-12-2014 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)_I160
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
0.9115
Per class
Build CPU time
0.0189
Build memory
2095398906.9231
F measure
0.8242
Per class
Kappa
0.6872
KB relative information score
20.1652
Mean absolute error
0.269
Mean prior absolute error
0.3823
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
0.8372
Per class
Predictive accuracy
0.8269
Prior entropy
1.3486
Recall
0.8269
Per class
Relative absolute error
0.7036
Root mean prior squared error
0.4353
Root mean squared error
0.3352
Root relative squared error
0.77
SciMark benchmark
937.5757

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