Run
500989

Run 500989

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 10-12-2015 by Casey Davis
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Flow

weka.DecisionStump(5)Weka implementation of DecisionStump

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
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4995
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2136.8287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_91, amd64, Linux, 3.13.0-32-generic]
Precision
0.6158
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.6989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.801
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
473.1656
UserCPU time millis
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10-fold Crossvalidation)