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Run
15891

Run 15891

Task 32 (Supervised Classification) pendigits Uploaded 04-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(1)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(1)_I40
weka.AdaBoostM1_J48(1)_P100
weka.AdaBoostM1_J48(1)_S1
weka.AdaBoostM1_J48(1)_Wweka.classifiers.trees.J48
weka.J48(1)_C0.25
weka.J48(1)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9971
Per class
F measure
0.9938
Per class
Kappa
0.9931
KB relative information score
10921.0697
Mean absolute error
0.0012
Mean prior absolute error
0.18
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9938
Per class
Predictive accuracy
0.9938
Prior entropy
3.3208
Recall
0.9938
Per class
Relative absolute error
0.0069
Root mean prior squared error
0.3
Root mean squared error
0.0351
Root relative squared error
0.1169
SciMark benchmark
947.868[568.52692162335691015.7906865781697483.449727694041912.12245438067161759.4501199261804]