DEVELOPMENT... OpenML
Run
190570

Run 190570

Task 43 (Supervised Classification) spambase Uploaded 26-02-2015 by Felicia West
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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
0.9808
Per class
F measure
0.9383
Per class
Kappa
0.8705
KB relative information score
3735.0761
Mean absolute error
0.0965
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9384
Per class
Predictive accuracy
0.9385
Prior entropy
0.9674
Recall
0.9385
Per class
Relative absolute error
0.2021
Root mean prior squared error
0.4886
Root mean squared error
0.2165
Root relative squared error
0.4431
SciMark benchmark
1306.6379
UserCPU time millis
117730
UserCPU time millis testing
7700
UserCPU time millis training
110030