Run
547227

Run 547227

Task 3539 (Supervised Classification) prnn_crabs Uploaded 05-04-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.91
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.2698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.955
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1619
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3237
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.6094