DEVELOPMENT... OpenML
Run
132720

Run 132720

Task 3813 (Supervised Classification) arsenic-female-lung 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
0.8858
Per class
Build CPU time
0.0586
Build memory
1163728969.8032
F measure
0.9853
Per class
Kappa
0.7704
KB relative information score
258.8233
Mean absolute error
0.0174
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9851
Per class
Predictive accuracy
0.9857
Prior entropy
0.222
Recall
0.9857
Per class
Relative absolute error
0.2593
Root mean prior squared error
0.1812
Root mean squared error
0.1074
Root relative squared error
0.5928
SciMark benchmark
920.6725

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