Run
239328

Run 239328

Task 265 (Supervised Classification) dermatology Uploaded 02-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.9066
Per class
Cross-validation details (33% Holdout set)
F measure
0.8228
Per class
Cross-validation details (33% Holdout set)
Kappa
0.774
Cross-validation details (33% Holdout set)
KB relative information score
43.9427
Cross-validation details (33% Holdout set)
Mean absolute error
0.2031
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2653
Cross-validation details (33% Holdout set)
Number of instances
120
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8526
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.825
Cross-validation details (33% Holdout set)
Prior entropy
2.4378
Cross-validation details (33% Holdout set)
Recall
0.825
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.7655
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3633
Cross-validation details (33% Holdout set)
Root mean squared error
0.2922
Cross-validation details (33% Holdout set)
Root relative squared error
0.8042
Cross-validation details (33% Holdout set)
SciMark benchmark
1344.7246
UserCPU time millis
120
Cross-validation details (33% Holdout set)
UserCPU time millis training
120
Cross-validation details (33% Holdout set)