DEVELOPMENT... OpenML
Run
145874

Run 145874

Task 2274 (Supervised Classification) meta_ensembles.arff Uploaded 31-01-2015 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)_I160
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.

22 Evaluation measures

Area under ROC curve
0.6133
Per class
F measure
0.5776
Per class
Kappa
0.2533
KB relative information score
20.8453
Mean absolute error
0.2082
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5768
Per class
Predictive accuracy
0.5811
Prior entropy
1.5899
Recall
0.5811
Per class
Relative absolute error
0.717
Root mean prior squared error
0.3782
Root mean squared error
0.4548
Root relative squared error
1.2026
SciMark benchmark
947.0793
UserCPU time millis
1250
UserCPU time millis testing
20
UserCPU time millis training
1230