Run
574098

Run 574098

Task 7287 (Supervised Classification) adult 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)_K5
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
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.0854
Cross-validation details (10-fold Crossvalidation)
F measure
0.8248
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18601.5485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
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
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1666.3933
Total cost
4173.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
162430
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
162420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)