DEVELOPMENT... OpenML
Run
146253

Run 146253

Task 3896 (Supervised Classification) ada_agnostic 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
0.7621
Per class
F measure
0.8263
Per class
Kappa
0.5242
KB relative information score
2250.5968
Mean absolute error
0.169
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8243
Per class
Predictive accuracy
0.8308
Prior entropy
0.8085
Recall
0.8308
Per class
Relative absolute error
0.4528
Root mean prior squared error
0.4319
Root mean squared error
0.41
Root relative squared error
0.9492
SciMark benchmark
942.6953
UserCPU time millis
135660
UserCPU time millis testing
1800
UserCPU time millis training
133860