Run
265575

Run 265575

Task 4186 (Supervised Classification) isolet Uploaded 05-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K1
weka.IBk(4)_W0
weka.IBk(4)_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
0.9481
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9004
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8963
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
70021.3108
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0079
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
77970
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9017
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9002
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9002
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1071
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0874
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4547
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1346.3935
UserCPU time millis
183280
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
183270
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)