Run
203115

Run 203115

Task 4324 (Supervised Classification) wisconsin Uploaded 27-02-2015 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)_K5
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
0.5704
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5779
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1541
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
113.2258
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4724
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4974
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1940
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
0.5796
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5773
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9963
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5773
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9498
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4987
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5327
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0682
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1363.454
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)