Run
470030

Run 470030

Task 264 (Supervised Classification) postoperative-patient-data Uploaded 22-07-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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
0.4444
Per class
Cross-validation details (33% Holdout set)
F measure
0.6356
Per class
Cross-validation details (33% Holdout set)
Kappa
0.0369
Cross-validation details (33% Holdout set)
KB relative information score
-1.2593
Cross-validation details (33% Holdout set)
Mean absolute error
0.283
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2798
Cross-validation details (33% Holdout set)
Number of instances
29
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6211
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6897
Cross-validation details (33% Holdout set)
Prior entropy
1.0305
Cross-validation details (33% Holdout set)
Recall
0.6897
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
1.0114
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3657
Cross-validation details (33% Holdout set)
Root mean squared error
0.3984
Cross-validation details (33% Holdout set)
Root relative squared error
1.0893
Cross-validation details (33% Holdout set)
SciMark benchmark
941.6675