Run
269869

Run 269869

Task 280 (Supervised Classification) heart-h Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.FURIA(1)Jens Christian Huehn, Eyke Huellermeier (2009). FURIA: An Algorithm for Unordered Fuzzy Rule Induction. Data Mining and Knowledge Discovery..
weka.FURIA(1)_F3
weka.FURIA(1)_N2.0
weka.FURIA(1)_O2
weka.FURIA(1)_S1
weka.FURIA(1)_s0
weka.FURIA(1)_p0

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
0.7765
Per class
Cross-validation details (33% Holdout set)
F measure
0.7938
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5442
Cross-validation details (33% Holdout set)
KB relative information score
51.7212
Cross-validation details (33% Holdout set)
Mean absolute error
0.0769
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1867
Cross-validation details (33% Holdout set)
Number of instances
97
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
0.8085
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8041
Cross-validation details (33% Holdout set)
Prior entropy
1.0314
Cross-validation details (33% Holdout set)
Recall
0.8041
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4116
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3038
Cross-validation details (33% Holdout set)
Root mean squared error
0.2718
Cross-validation details (33% Holdout set)
Root relative squared error
0.8948
Cross-validation details (33% Holdout set)
SciMark benchmark
912.7324
UserCPU time millis
100
Cross-validation details (33% Holdout set)
UserCPU time millis training
100
Cross-validation details (33% Holdout set)