Run
532456

Run 532456

Task 3770 (Supervised Classification) chscase_census4 Uploaded 05-03-2016 by Martijn Post
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.4665
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4671
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-26.4469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5323
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.4669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4675
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9994
Cross-validation details (10-fold Crossvalidation)
Recall
0.4675
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7277
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4561
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.5905