Run
502084

Run 502084

Task 9945 (Supervised Classification) walking-activity Uploaded 19-12-2015 by Casey Davis
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K1
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
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5607
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83210.6133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0836
Cross-validation details (10-fold Crossvalidation)
Number of instances
149332
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.16.0-38-generic]
Precision
0.5955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.9917
Cross-validation details (10-fold Crossvalidation)
Recall
0.5958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9373
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
478.0529
UserCPU time millis
2917790
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2917750
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)