DEVELOPMENT... OpenML
Run
17743

Run 17743

Task 10 (Supervised Classification) lymph Uploaded 09-06-2014 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)_I20
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
0.8933
Per class
F measure
0.8583
Per class
Kappa
0.7326
KB relative information score
103.6822
Mean absolute error
0.0708
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
0.8585
Per class
Predictive accuracy
0.8581
Prior entropy
1.2818
Recall
0.8581
Per class
Relative absolute error
0.2643
Root mean prior squared error
0.3639
Root mean squared error
0.2608
Root relative squared error
0.7167
SciMark benchmark
941.3249[558.69335417099721011.7904963405887481.93081680843505907.70082742804311746.5088487702178]