Run
532575

Run 532575

Task 3890 (Supervised Classification) ada_prior 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
0.6928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1426.6474
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2294
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6148
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1083
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.5905
UserCPU time millis
1216.8078
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1216.8078
Cross-validation details (10-fold Crossvalidation)