Run
2082714

Run 2082714

Task 8 (Supervised Classification) liver-disorders Uploaded 21-04-2017 by Arkesh Chatterjee
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Flow

weka.IBk(11)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(11)_K1
weka.IBk(11)_W0
weka.IBk(11)_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.

17 Evaluation measures

Area under ROC curve
0.5883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.613
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.6525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3862
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6121
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6145
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.6145
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2539
Cross-validation details (10-fold Crossvalidation)