Run
336547

Run 336547

Task 235 (Supervised Classification) arrhythmia Uploaded 27-03-2015 by Joaquin Vanschoren
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Flow

weka.LMT(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Machine Learning. 95(1-2):161-205. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.LMT(3)_I-1
weka.LMT(3)_M15
weka.LMT(3)_W0.0

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
0.8713
Per class
Cross-validation details (33% Holdout set)
F measure
0.7117
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6086
Cross-validation details (33% Holdout set)
KB relative information score
84.8759
Cross-validation details (33% Holdout set)
Mean absolute error
0.0416
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0878
Cross-validation details (33% Holdout set)
Number of instances
149
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.707
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7383
Cross-validation details (33% Holdout set)
Prior entropy
2.5222
Cross-validation details (33% Holdout set)
Recall
0.7383
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4736
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.211
Cross-validation details (33% Holdout set)
Root mean squared error
0.1663
Cross-validation details (33% Holdout set)
Root relative squared error
0.7883
Cross-validation details (33% Holdout set)
SciMark benchmark
1339.3082
UserCPU time millis
9260
Cross-validation details (33% Holdout set)
UserCPU time millis testing
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
9240
Cross-validation details (33% Holdout set)