Run
570166

Run 570166

Task 9903 (Supervised Classification) autoUniv-au7-500 Uploaded 01-05-2016 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)_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
0.6423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3726
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.8035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2476
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
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
0.4558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8264
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0928
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1130.3712
UserCPU time millis
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)