DEVELOPMENT... OpenML
Run
112481

Run 112481

Task 21 (Supervised Classification) car Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I20
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.99
Per class
Build CPU time
0.1611
Build memory
1140380967.2037
F measure
0.9697
Per class
Kappa
0.9347
KB relative information score
1584.3382
Mean absolute error
0.0153
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9701
Per class
Predictive accuracy
0.9699
Prior entropy
1.2099
Recall
0.9699
Per class
Relative absolute error
0.0669
Root mean prior squared error
0.3381
Root mean squared error
0.12
Root relative squared error
0.3548
SciMark benchmark
936.1433