Run
8870340

Run 8870340

Task 3793 (Supervised Classification) colleges_usnews Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-Standardize-IBk5.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
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6646
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
362.082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3644
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
0.6655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9977
Cross-validation details (10-fold Crossvalidation)
Recall
0.6644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4677
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.937
Cross-validation details (10-fold Crossvalidation)