Run
383722

Run 383722

Task 1800 (Supervised Classification) segment Uploaded 03-04-2015 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
0.9697
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.784
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.7594
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
6336.5597
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1481
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
11550
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8108
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7938
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7938
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.6048
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2598
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7424
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
926.8585
UserCPU time millis
32420
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
32420
Cross-validation details (5 times 2-fold Crossvalidation)