Run
574088

Run 574088

Task 2076 (Supervised Classification) kropt Uploaded 31-05-2016 by Jan van Rijn
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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)_K10
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
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.726
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6954
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15785.9013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0694
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.7286
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6973
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1585.9639
UserCPU time millis
49390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
49380
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)