Run
570014

Run 570014

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 01-05-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K5
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.AttributeSelectedClassifier_IBk(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9104
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4941.4029
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0372
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, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9408
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1123
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3634
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
980.0054
UserCPU time millis
2040
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1880
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
160
Cross-validation details (10-fold Crossvalidation)