DEVELOPMENT... OpenML
Run
22260

Run 22260

Task 10 (Supervised Classification) lymph Uploaded 21-06-2014 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
0.8792
Per class
F measure
0.8319
Per class
Kappa
0.6896
KB relative information score
95.4008
Mean absolute error
0.0791
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
0.8261
Per class
Predictive accuracy
0.8378
Prior entropy
1.2818
Recall
0.8378
Per class
Relative absolute error
0.2953
Root mean prior squared error
0.3639
Root mean squared error
0.2774
Root relative squared error
0.7623
SciMark benchmark
933.3686[551.2770610219355995.8423494929701475.107003774767906.44537908266061738.1710384960516]