Run
6060461

Run 6060461

Task 53 (Supervised Classification) vehicle Uploaded 03-08-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LWL_Logistic(1)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.Logistic(8)_R0.0016545767868806195
weka.Logistic(8)_M-1
weka.Logistic(8)_num-decimal-places4
weka.LWL_Logistic(1)_Atrue
weka.LWL_Logistic(1)_K90
weka.LWL_Logistic(1)_U0
weka.LWL_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.9588
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
691.7739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0784
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2091
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2538
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5863
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1521.8617
UserCPU time millis
18110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
18110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)