Run
389406

Run 389406

Task 261 (Supervised Classification) credit-g Uploaded 06-04-2015 by Joaquin Vanschoren
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Flow

weka.KernelLogisticRegression_RBFKernel(1)Weka implementation of KernelLogisticRegression
weka.KernelLogisticRegression_RBFKernel(1)_S1
weka.KernelLogisticRegression_RBFKernel(1)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.KernelLogisticRegression_RBFKernel(1)_L0.01
weka.KernelLogisticRegression_RBFKernel(1)_P1
weka.KernelLogisticRegression_RBFKernel(1)_E1
weka.RBFKernel(3)_G0.01
weka.RBFKernel(3)_C250007

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
0.7802
Per class
Cross-validation details (33% Holdout set)
F measure
0.7411
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3703
Cross-validation details (33% Holdout set)
KB relative information score
91.3089
Cross-validation details (33% Holdout set)
Mean absolute error
0.2941
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4202
Cross-validation details (33% Holdout set)
Number of instances
330
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
0.7381
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7485
Cross-validation details (33% Holdout set)
Prior entropy
0.8818
Cross-validation details (33% Holdout set)
Recall
0.7485
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6999
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4583
Cross-validation details (33% Holdout set)
Root mean squared error
0.4186
Cross-validation details (33% Holdout set)
Root relative squared error
0.9134
Cross-validation details (33% Holdout set)
SciMark benchmark
890.5596
UserCPU time millis
30860
Cross-validation details (33% Holdout set)
UserCPU time millis testing
510
Cross-validation details (33% Holdout set)
UserCPU time millis training
30350
Cross-validation details (33% Holdout set)