Run
10237

Run 10237

Task 27 (Supervised Classification) colic Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(1)_I20
weka.AdaBoostM1_DecisionStump(1)_P100
weka.AdaBoostM1_DecisionStump(1)_S1
weka.AdaBoostM1_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6026
Cross-validation details (10-fold Crossvalidation)
KB relative information score
172.8884
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2556
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
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
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8179
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7748
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.137[565.57740346189041014.1868590421574483.2321174670136900.83846140220431766.8499488170112]