DEVELOPMENT... OpenML
Run
23237

Run 23237

Task 10 (Supervised Classification) lymph Uploaded 24-06-2014 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)_I10
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
0.9167
Per class
F measure
0.8113
Per class
Kappa
0.6497
KB relative information score
97.5789
Mean absolute error
0.0857
Mean prior absolute error
0.2677
Number of instances
148
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8058
Per class
Predictive accuracy
0.8176
Prior entropy
1.2818
Recall
0.8176
Per class
Relative absolute error
0.32
Root mean prior squared error
0.3639
Root mean squared error
0.2725
Root relative squared error
0.7488
SciMark benchmark
936.5659[565.94439658822851012.3219999497024478.4945829226523877.32264846982821748.7459163532728]