DEVELOPMENT... OpenML
Run
146199

Run 146199

Task 3831 (Supervised Classification) analcatdata_birthday 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
0.6231
Per class
F measure
0.829
Per class
Kappa
0.2682
KB relative information score
73.5131
Mean absolute error
0.1593
Mean prior absolute error
0.2496
Number of instances
365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8212
Per class
Predictive accuracy
0.8411
Prior entropy
0.6026
Recall
0.8411
Per class
Relative absolute error
0.638
Root mean prior squared error
0.3523
Root mean squared error
0.3976
Root relative squared error
1.1284
SciMark benchmark
915.2795
UserCPU time millis
180
UserCPU time millis testing
20
UserCPU time millis training
160