OpenML
545965

Run 545965

Task 27 (Supervised Classification) colic Uploaded 04-04-2016 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)_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
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8198
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.8145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2261
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3765
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.78
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1873.1108
UserCPU time millis
31.25
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
31.25
Cross-validation details (10-fold Crossvalidation)