Run
547233

Run 547233

Task 3554 (Supervised Classification) backache Uploaded 05-04-2016 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)_K2
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
0.6319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2311
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18.9463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1908
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2421
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5917
Cross-validation details (10-fold Crossvalidation)
Recall
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0648
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.6094
UserCPU time millis
15.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
Cross-validation details (10-fold Crossvalidation)