Run
505704

Run 505704

Task 9945 (Supervised Classification) walking-activity Uploaded 14-01-2016 by Casey Davis
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_Utrue
weka.J48(33)_Otrue
weka.J48(33)_M53
weka.J48(33)_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
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81931.5088
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0535
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, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.5827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.9917
Cross-validation details (10-fold Crossvalidation)
Recall
0.5801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1217.9973
UserCPU time millis
13620
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
12760
Cross-validation details (10-fold Crossvalidation)