Run
227409

Run 227409

Task 248 (Supervised Classification) mfeat-morphological Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_M-1

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
0.9699
Per class
Cross-validation details (33% Holdout set)
F measure
0.7735
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7489
Cross-validation details (33% Holdout set)
KB relative information score
517.5167
Cross-validation details (33% Holdout set)
Mean absolute error
0.0605
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
660
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
0.7756
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7742
Cross-validation details (33% Holdout set)
Prior entropy
3.3219
Cross-validation details (33% Holdout set)
Recall
0.7742
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3363
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1732
Cross-validation details (33% Holdout set)
Root relative squared error
0.5773
Cross-validation details (33% Holdout set)
SciMark benchmark
930.5999
UserCPU time millis
1200
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
1190
Cross-validation details (33% Holdout set)