Run
383711

Run 383711

Task 1798 (Supervised Classification) postoperative-patient-data Uploaded 03-04-2015 by Joaquin Vanschoren
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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
0.3553
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.5796
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
-0.0613
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
-35.0306
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2954
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
450
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
0.5367
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6578
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6578
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
1.0292
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.427
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.1371
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
952.4682
UserCPU time millis
20
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (5 times 2-fold Crossvalidation)