Run
21144

Run 21144

Task 23 (Supervised Classification) cmc Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_LWL_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_LWL_DecisionStump(1)_I80
weka.AdaBoostM1_LWL_DecisionStump(1)_P100
weka.AdaBoostM1_LWL_DecisionStump(1)_S1
weka.AdaBoostM1_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_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
0.6581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.6209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4066
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
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
0.4084
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.4739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9655
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.7688[557.08738953167771013.6533323510344473.43116282050204910.22218605324211759.4501199261804]