DEVELOPMENT... OpenML
Run
146093

Run 146093

Task 3714 (Supervised Classification) fri_c0_1000_25 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
0.8915
Per class
F measure
0.878
Per class
Kappa
0.756
KB relative information score
756.746
Mean absolute error
0.1216
Mean prior absolute error
0.5
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.878
Per class
Predictive accuracy
0.878
Prior entropy
1
Recall
0.878
Per class
Relative absolute error
0.2432
Root mean prior squared error
0.5
Root mean squared error
0.3464
Root relative squared error
0.6927
SciMark benchmark
941.8057
UserCPU time millis
15200
UserCPU time millis testing
120
UserCPU time millis training
15080

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