Run
7439

Run 7439

Task 47 (Supervised Classification) tae 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)_I40
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
0.5349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3671
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4269
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
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
0.3635
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.3775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9903
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
890.7836[559.23073532101811014.1868590421574484.10363182779514818.43270178042031577.963886533521]