Run
506714

Run 506714

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 21-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.36449932484134573
weka.MultilayerPerceptron(4)_M0.1521536840186633
weka.MultilayerPerceptron(4)_N8810
weka.MultilayerPerceptron(4)_V3
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E51
weka.MultilayerPerceptron(4)_Ht
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Itrue
weka.MultilayerPerceptron(4)_Dtrue

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
0.9827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4581.342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0695
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_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9228
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.21
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1748
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4296
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.4188
UserCPU time millis
820540
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
820480
Cross-validation details (10-fold Crossvalidation)