Run
360030

Run 360030

Task 4392 (Supervised Classification) cal_housing Uploaded 28-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.BayesNet_K2(6)Weka implementation of BayesNet
weka.BayesNet_K2(6)_Dtrue
weka.BayesNet_K2(6)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(5)_P1
weka.K2(5)_SBAYES

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
0.9019
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8233
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6342
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
113571.6521
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2232
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
206400
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.8236
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8231
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8231
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4626
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3539
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7205
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1309.0674
UserCPU time millis
140
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
100
Cross-validation details (10 times 10-fold Crossvalidation)