Run
8875645

Run 8875645

Task 3793 (Supervised Classification) colleges_usnews Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-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
0.7827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7321
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
586.9534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2743
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
0.7323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9977
Cross-validation details (10-fold Crossvalidation)
Recall
0.732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.474
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9495
Cross-validation details (10-fold Crossvalidation)