DEVELOPMENT... OpenML
Run
146945

Run 146945

Task 2272 (Supervised Classification) meta_all.arff Uploaded 01-02-2015 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)_I40
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
0.7365
Per class
F measure
0.6556
Per class
Kappa
0.4232
KB relative information score
30.1953
Mean absolute error
0.1147
Mean prior absolute error
0.2065
Number of instances
71
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.657
Per class
Predictive accuracy
0.662
Prior entropy
1.9094
Recall
0.662
Per class
Relative absolute error
0.5556
Root mean prior squared error
0.317
Root mean squared error
0.3349
Root relative squared error
1.0566
SciMark benchmark
915.2795
UserCPU time millis
380
UserCPU time millis training
380