DEVELOPMENT... OpenML
Run
135964

Run 135964

Task 1806 (Supervised Classification) haberman 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
0.5928
Per class
Build CPU time
0.0447
Build memory
1704981790.4
F measure
0.664
Per class
Kappa
0.126
KB relative information score
96.8249
Mean absolute error
0.3307
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6599
Per class
Predictive accuracy
0.6686
Prior entropy
0.836
Recall
0.6686
Per class
Relative absolute error
0.8481
Root mean prior squared error
0.4412
Root mean squared error
0.5658
Root relative squared error
1.2826
SciMark benchmark
934.6076