Run
547297

Run 547297

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9135
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
268.8638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0803
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.92
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2488
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7286
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.6094