Run
8868327

Run 8868327

Task 3793 (Supervised Classification) colleges_usnews 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
0.7577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
556.4728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.285
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
1302
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7126
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7128
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9977
Cross-validation details (10-fold Crossvalidation)
Recall
0.7128
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5718
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.046
Cross-validation details (10-fold Crossvalidation)