DEVELOPMENT... OpenML
Run
135951

Run 135951

Task 1791 (Supervised Classification) colic Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I80
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.8205
Per class
Build CPU time
0.1548
Build memory
2189804001.6
F measure
0.8032
Per class
Kappa
0.5765
KB relative information score
1032.2922
Mean absolute error
0.1989
Mean prior absolute error
0.4662
Number of instances
1840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8028
Per class
Predictive accuracy
0.8038
Prior entropy
0.9509
Recall
0.8038
Per class
Relative absolute error
0.4268
Root mean prior squared error
0.4827
Root mean squared error
0.434
Root relative squared error
0.8991
SciMark benchmark
934.6076