DEVELOPMENT... OpenML
Run
136417

Run 136417

Task 4001 (Supervised Classification) pc1_req 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)_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
0.5498
Per class
Build CPU time
0.1674
Build memory
290907142.4
F measure
0.6376
Per class
Kappa
0.1623
KB relative information score
20.3659
Mean absolute error
0.4073
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6393
Per class
Predictive accuracy
0.6688
Prior entropy
0.9204
Recall
0.6688
Per class
Relative absolute error
0.9143
Root mean prior squared error
0.4718
Root mean squared error
0.524
Root relative squared error
1.1108
SciMark benchmark
907.1899