DEVELOPMENT... OpenML
Run
136716

Run 136716

Task 3583 (Supervised Classification) rmftsa_ladata Uploaded 31-12-2014 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)_I160
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
0.8415
Per class
Build CPU time
0.0082
Build memory
378709783.1024
F measure
0.8427
Per class
Kappa
0.6809
KB relative information score
344.2573
Mean absolute error
0.1575
Mean prior absolute error
0.4921
Number of instances
508
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8432
Per class
Predictive accuracy
0.8425
Prior entropy
0.9886
Recall
0.8425
Per class
Relative absolute error
0.32
Root mean prior squared error
0.496
Root mean squared error
0.3968
Root relative squared error
0.8001
SciMark benchmark
923.564