Run
8869634

Run 8869634

Task 145916 (Supervised Classification) autoUniv-au7-1100 Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.kf

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.

17 Evaluation measures

Area under ROC curve
0.6524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3262
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1572
Cross-validation details (10-fold Crossvalidation)
KB relative information score
205.5025
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2907
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9752
Cross-validation details (10-fold Crossvalidation)