DEVELOPMENT... OpenML
Run
132303

Run 132303

Task 257 (Supervised Classification) colic 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
0.8669
Per class
Build CPU time
0.162
Build memory
2566752272
F measure
0.7828
Per class
Kappa
0.5614
KB relative information score
56.1391
Mean absolute error
0.2956
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7877
Per class
Predictive accuracy
0.7851
Prior entropy
0.9509
Recall
0.7851
Per class
Relative absolute error
0.6056
Root mean prior squared error
0.505
Root mean squared error
0.3776
Root relative squared error
0.7476
SciMark benchmark
872.1114