Run
588831

Run 588831

Task 3686 (Supervised Classification) house_16H Uploaded 13-06-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N5000
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H0

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
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10254.2977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2227
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8164
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3689
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8081
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1908.2191
UserCPU time millis
87843.75
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
UserCPU time millis training
87828.125
Cross-validation details (10-fold Crossvalidation)