DEVELOPMENT... OpenML
Run
132343

Run 132343

Task 1777 (Supervised Classification) breast-cancer 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)_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
0.5916
Per class
Build CPU time
0.4251
Build memory
2437253164.8
F measure
0.6629
Per class
Kappa
0.1652
KB relative information score
233.6485
Mean absolute error
0.3268
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6554
Per class
Predictive accuracy
0.6818
Prior entropy
0.8796
Recall
0.6818
Per class
Relative absolute error
0.7811
Root mean prior squared error
0.457
Root mean squared error
0.5401
Root relative squared error
1.1818
SciMark benchmark
872.1114