Run
266905

Run 266905

Task 3773 (Supervised Classification) fri_c1_1000_10 Uploaded 06-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LWL_DecisionStump(3)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.LWL_DecisionStump(3)_Atrue
weka.LWL_DecisionStump(3)_K-1
weka.LWL_DecisionStump(3)_U0
weka.LWL_DecisionStump(3)_Wweka.classifiers.trees.DecisionStump

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
0.8385
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4682
Cross-validation details (10-fold Crossvalidation)
KB relative information score
280.4827
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3711
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8677
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
912.7324
UserCPU time millis
4350
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
4350
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)