Run
505718

Run 505718

Task 9938 (Supervised Classification) robot-failures-lp5 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)_Otrue
weka.J48(33)_C0.04328324
weka.J48(33)_M2
weka.J48(33)_Strue
weka.J48(33)_Atrue
weka.J48(33)_Jtrue

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
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.178
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1999
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.6031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6408
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3368
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8531
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1199.7683
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)