DEVELOPMENT... OpenML
Run
109717

Run 109717

Task 1773 (Supervised Classification) autos Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(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_IBk(2)_I80
weka.AdaBoostM1_IBk(2)_P100
weka.AdaBoostM1_IBk(2)_S1
weka.AdaBoostM1_IBk(2)_Wweka.classifiers.lazy.IBk
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.8027
Per class
Build CPU time
0.0114
Build memory
132223674.5912
F measure
0.6835
Per class
Kappa
0.5884
KB relative information score
597.3988
Mean absolute error
0.1012
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6931
Per class
Predictive accuracy
0.68
Prior entropy
2.3268
Recall
0.68
Per class
Relative absolute error
0.4583
Root mean prior squared error
0.3318
Root mean squared error
0.2934
Root relative squared error
0.8844
SciMark benchmark
920.7965

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