Run
502085

Run 502085

Task 9960 (Supervised Classification) wall-robot-navigation 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
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4606.2341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0559
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_79, amd64, Linux, 3.16.0-38-generic]
Precision
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1687
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
478.0529
UserCPU time millis
9550
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
9540
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)