Run
21400

Run 21400

Task 54 (Supervised Classification) hepatitis Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(1)_I160
weka.AdaBoostM1_LADTree(1)_P100
weka.AdaBoostM1_LADTree(1)_S1
weka.AdaBoostM1_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.LADTree(1)_B10

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
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8396
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66.8494
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1593
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8406
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3968
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9802
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
933.6812[562.4768572750315991.2319970823688468.67825222527443881.45259588932371764.5664888040972]
Total cost