DEVELOPMENT... OpenML
Run
135706

Run 135706

Task 3800 (Supervised Classification) fri_c3_500_50 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)_I40
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
0.6589
Per class
Build CPU time
0.0095
Build memory
2367079956
F measure
0.6642
Per class
Kappa
0.3175
KB relative information score
155.936
Mean absolute error
0.336
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6644
Per class
Predictive accuracy
0.664
Prior entropy
0.9882
Recall
0.664
Per class
Relative absolute error
0.6831
Root mean prior squared error
0.4959
Root mean squared error
0.5797
Root relative squared error
1.1689
SciMark benchmark
934.6076