DEVELOPMENT... OpenML
Run
20793

Run 20793

Task 31 (Supervised Classification) credit-g Uploaded 18-06-2014 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)_I160
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
0.6712
Per class
F measure
0.73
Per class
Kappa
0.3416
KB relative information score
333.0063
Mean absolute error
0.2609
Mean prior absolute error
0.4202
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
0.7267
Per class
Predictive accuracy
0.739
Prior entropy
0.8818
Recall
0.739
Per class
Relative absolute error
0.621
Root mean prior squared error
0.4583
Root mean squared error
0.5088
Root relative squared error
1.1102
SciMark benchmark
932.5664[560.84905630822271012.8541257252805481.93081680843505904.25666223356681702.9414730590597]