DEVELOPMENT... OpenML
Run
113413

Run 113413

Task 3716 (Supervised Classification) tecator Uploaded 09-12-2014 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)_I10
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.

21 Evaluation measures

Area under ROC curve
0.9619
Per class
Build CPU time
0.2738
Build memory
552691792.8
F measure
0.9252
Per class
Kappa
0.8477
KB relative information score
203.2719
Mean absolute error
0.0738
Mean prior absolute error
0.4888
Number of instances
240
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9266
Per class
Predictive accuracy
0.925
Prior entropy
0.984
Recall
0.925
Per class
Relative absolute error
0.151
Root mean prior squared error
0.4943
Root mean squared error
0.2642
Root relative squared error
0.5345
SciMark benchmark
930.5854