DEVELOPMENT... OpenML
Run
109703

Run 109703

Task 283 (Supervised Classification) vehicle 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
0.7866
Per class
Build CPU time
0.041
Build memory
603217616
F measure
0.6821
Per class
Kappa
0.574
KB relative information score
170.9822
Mean absolute error
0.161
Mean prior absolute error
0.3748
Number of instances
279
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6874
Per class
Predictive accuracy
0.681
Prior entropy
1.9991
Recall
0.681
Per class
Relative absolute error
0.4296
Root mean prior squared error
0.4328
Root mean squared error
0.398
Root relative squared error
0.9195
SciMark benchmark
939.0159

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