Run
201748

Run 201748

Task 4312 (Supervised Classification) rmftsa_sleepdata 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)_K3
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
0.7757
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6974
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3966
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3361.4113
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3435
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10240
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
0.7004
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6981
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6981
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6871
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4496
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8993
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1325.2092
UserCPU time millis
40
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10 times 10-fold Crossvalidation)