Run
506786

Run 506786

Task 9945 (Supervised Classification) walking-activity Uploaded 25-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.12129148643289786
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N1027
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E24
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Ht
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Itrue
weka.MultilayerPerceptron(4)_Rtrue
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
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57585.448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0672
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0836
Cross-validation details (10-fold Crossvalidation)
Number of instances
149332
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.3845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.9917
Cross-validation details (10-fold Crossvalidation)
Recall
0.3942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8937
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1233.3095
UserCPU time millis
2642300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1410
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2640890
Cross-validation details (10-fold Crossvalidation)