Run
223330

Run 223330

Task 4186 (Supervised Classification) isolet Uploaded 01-03-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.HyperPipes(1)Weka implementation of HyperPipes

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
0.9335
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7292
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7102
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2045.5019
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0737
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
0.7692
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7214
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7214
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9964
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
0.1916
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9965
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1339.4189
UserCPU time millis
860
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
830
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10 times 10-fold Crossvalidation)