DEVELOPMENT... OpenML
Run
137974

Run 137974

Task 3675 (Supervised Classification) pbc Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_REPTree(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_REPTree(2)_I80
weka.AdaBoostM1_REPTree(2)_P100
weka.AdaBoostM1_REPTree(2)_S1
weka.AdaBoostM1_REPTree(2)_Wweka.classifiers.trees.REPTree
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_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
0.733
Per class
Build CPU time
0.3039
Build memory
83133358.5455
F measure
0.6787
Per class
Kappa
0.3498
KB relative information score
139.3516
Mean absolute error
0.3294
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6784
Per class
Predictive accuracy
0.6794
Prior entropy
0.9928
Recall
0.6794
Per class
Relative absolute error
0.6654
Root mean prior squared error
0.4975
Root mean squared error
0.5311
Root relative squared error
1.0677
SciMark benchmark
925.181