DEVELOPMENT... OpenML
Run
107753

Run 107753

Task 3707 (Supervised Classification) analcatdata_runshoes Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(2)_I40
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

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
0.7373
Per class
Build CPU time
0.156
Build memory
1382003996
F measure
0.7156
Per class
Kappa
0.4056
KB relative information score
23.7912
Mean absolute error
0.2853
Mean prior absolute error
0.4806
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7149
Per class
Predictive accuracy
0.7167
Prior entropy
0.9728
Recall
0.7167
Per class
Relative absolute error
0.5936
Root mean prior squared error
0.4899
Root mean squared error
0.5302
Root relative squared error
1.0822
SciMark benchmark
906.4221