DEVELOPMENT... OpenML
Run
146177

Run 146177

Task 3806 (Supervised Classification) fri_c0_500_10 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
0.8871
Per class
F measure
0.8659
Per class
Kappa
0.7315
KB relative information score
367.6416
Mean absolute error
0.1318
Mean prior absolute error
0.4994
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8661
Per class
Predictive accuracy
0.866
Prior entropy
0.9991
Recall
0.866
Per class
Relative absolute error
0.264
Root mean prior squared error
0.4997
Root mean squared error
0.3603
Root relative squared error
0.7211
SciMark benchmark
941.8057
UserCPU time millis
2450
UserCPU time millis testing
50
UserCPU time millis training
2400