DEVELOPMENT... OpenML
Run
135740

Run 135740

Task 3835 (Supervised Classification) squash-stored 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
0.596
Per class
Build CPU time
0.0018
Build memory
2196657358.7692
F measure
0.592
Per class
Kappa
0.1702
KB relative information score
9.611
Mean absolute error
0.4034
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5918
Per class
Predictive accuracy
0.5962
Prior entropy
0.9911
Recall
0.5962
Per class
Relative absolute error
0.8172
Root mean prior squared error
0.4967
Root mean squared error
0.5954
Root relative squared error
1.1988
SciMark benchmark
934.6076