Run
16361

Run 16361

Task 2071 (Supervised Classification) adult Uploaded 04-06-2014 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)_I80
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
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21179.3085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1945
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
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
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7535
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
927.6679[532.59254632305851003.6223601196305483.88543266528814906.75889678256981711.480212926496]